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Rough sets and Laplacian score based cost-sensitive feature selection

Cost-sensitive feature selection learning is an important preprocessing step in machine learning and data mining. Recently, most existing cost-sensitive feature selection algorithms are heuristic algorithms, which evaluate the importance of each feature individually and select features one by one. O...

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Detalles Bibliográficos
Publicado en:PLoS One
Main Authors: Yu, Shenglong, Zhao, Hong
Formato: Artigo
Idioma:Inglês
Publicado: Public Library of Science 2018
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6005488/
https://ncbi.nlm.nih.gov/pubmed/29912884
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0197564
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